@1ulianmunji

photoMD · tier C

iulianmunji · 433 followers · 2025-07-23 00:35 · 5 images

eagle · fetched 2026-07-26 08:28 · 2.0 MB downloaded · 5 images

plays

1,514

likes

comments

Topic

vehiclesconf 0.90positivecommercial

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Entities

BMWG42M240iMoldova

Keyphrases

#bmw#g42#m240i#moldova

gpt-4.1-nano · prompt v4 · $0.000103 · 2026-07-26 18:06

Caption

Author-written, as posted.

#bmw #g42 #m240i #moldova

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Photo post: no audio track exists, so ASR never runs. OCR is the only channel.

On-screen text (OCR)

easyocr

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

9 Me: a [email protected] Buy fast BMW Buy : house Invest Save money | 1

rtx4090-24-01 · 67 chars · 2 frames

Hashtags

#moldova#bmw#g42#m240i